Finding the Inverse of a Linear Transformation

Click For Summary
SUMMARY

The discussion focuses on finding the inverse of a linear transformation represented by the equations y_1=4x_1-5x_2 and y_2=-3x_1+4x_2. Participants suggest multiple methods for solving the system of equations for x_1 and x_2, including substitution, elimination, and matrix representation. The process involves manipulating the equations to express x_1 and x_2 in terms of y_1 and y_2. Utilizing the inverse of the coefficient matrix is highlighted as a systematic approach to achieve the solution.

PREREQUISITES
  • Understanding of linear transformations
  • Familiarity with solving systems of linear equations
  • Knowledge of matrix operations
  • Ability to manipulate algebraic expressions
NEXT STEPS
  • Learn about matrix inversion techniques
  • Study methods for solving systems of equations, including substitution and elimination
  • Explore linear algebra concepts, particularly linear transformations
  • Practice writing and solving equations in matrix form
USEFUL FOR

Students studying linear algebra, mathematicians, and anyone interested in understanding linear transformations and their inverses.

UrbanXrisis
Messages
1,192
Reaction score
1
how would one find the inverse of the linear transformation:

[tex]y_1=4x_1-5x_2[/tex]
[tex]y_2=-3x_1+4x_2[/tex]

this was never taught in class, could someone give a little advice as how I would do this?

I know the answer has to be in the form of

[tex]x_1=ay_1+by_2[/tex]
[tex]x_2=cy_1+dy_2[/tex]

could someone explain this process?
 
Physics news on Phys.org
You're solving the system of equations for [itex]x_1[/itex] and [itex]x_2[/itex].


One way to do it would be to solve the first equation for [itex]x_1[/itex] and then substitute into the second equation.

Another method would be to add the equations together using suitable coefficitents so that one of the [itex]x[/itex]'s is eliminated, and then solve for the other.

In principle, this should be no different than dealing with, for example:
[tex]9=4x_1-5x_2[/tex]
[tex]7=-3x_1+4x_2[/tex]
 
Yet another way is to write the equations in matrix form. (Left) Multiply both sides by the inverse of the coefficient matrix.
 

Similar threads

  • · Replies 17 ·
Replies
17
Views
2K
  • · Replies 22 ·
Replies
22
Views
3K
  • · Replies 5 ·
Replies
5
Views
1K
  • · Replies 6 ·
Replies
6
Views
3K
Replies
5
Views
2K
  • · Replies 21 ·
Replies
21
Views
9K
  • · Replies 16 ·
Replies
16
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 23 ·
Replies
23
Views
3K